Update README.md

README.md

@@ -49,23 +49,22 @@ PROPICTO ANR-20-CE93-0005
 
 ## Training Details
 
-
 ### Training Data
 
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+We use the train / valid / test splits provided by CommonVoice, which corresponds to:
+| | Train | Valid | Test |
+|:-------------:|:-------------:|:--------------:|:--------------:|
+| # utterances | 527,554 | 16,132 | 16,132 |
+| # hours | 756.19 | 25.84 | 26.11 |
 
 ### Training Procedure
 
-
-
-#### Preprocessing [optional]
-
-[More Information Needed]
-
+We follow the training procedure provided in the (ASR-CTC speechbrain recipe)[https://github.com/speechbrain/speechbrain/tree/develop/recipes/CommonVoice/ASR/CTC].
+The `common_voice_prepare.py` script handles the preprocessing of the dataset.
 
 #### Training Hyperparameters
 
-- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
 
 #### Speeds, Sizes, Times [optional]